在Covid-19时期,银行风险偏好与银行违约相关吗?

IF 2 Q2 ECONOMICS Central Bank Review Pub Date : 2022-09-01 DOI:10.1016/j.cbrev.2022.08.003
Pei-Ling Lee , Chun-Teck Lye , Chin Lee
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引用次数: 4

摘要

本文旨在分析12个国家的银行风险偏好对2019冠状病毒病疫情期间银行违约概率的影响,同时控制银行特有和国家特有的长期影响。在2010-2021年期间估计了违约概率的系统广义矩量方法(GMM)模型。这项研究证实了“风险缓解观点”,即ESG得分较高的银行在贷款方面更谨慎,关系管理也更好,从而降低了银行违约的可能性。表现不佳的银行往往在其信贷组合中拥有更高比例的风险贷款,因此表现出更高的违约倾向。银行风险偏好、ESG、资产质量、经济增长和货币贬值似乎是银行风险的主要驱动因素。我们发现,在2019冠状病毒病爆发期间,较低的风险偏好比率(对应于较高的风险偏好)与较高的估计违约概率相关,这是通过与2020年(大流行爆发年)的单一时间假人互动确定的。
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Is bank risk appetite relevant to bank default in times of Covid-19?

The paper aims to analyze the effect of bank risk appetite on banks' default probabilities during the year of COVID-19 in 12 countries while controlling for bank-specific and country-specific effects over time. A System Generalized Methods of Moments (GMM) model of default probabilities is estimated over the periods 2010–2021. This study confirms the ‘risk-mitigation view’, in which banks with higher ESG scores are more prudent in lending and have better relationship management, reducing the probability of bank default. Underperforming banks tend to have a higher portion of risky loans in their credit portfolio and therefore demonstrating a higher default propensity. Bank risk appetite, ESG, asset quality, economic growth, and currency depreciation appear to be material drivers for bank risk. We find that a lower risk appetite ratio (corresponding to higher risk appetite) is associated with higher estimated default probability during the COVID-19 outbreak, identified through interaction with a single time dummy for 2020 (the break-out year of the pandemic).

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来源期刊
Central Bank Review
Central Bank Review ECONOMICS-
CiteScore
5.10
自引率
0.00%
发文量
9
审稿时长
69 days
期刊最新文献
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